{"id":"W2911632499","doi":"10.1111/bioe.12554","title":"A failure in solidarity: Ethical challenges in the development and implementation of new tuberculosis technologies","year":2019,"lang":"en","type":"article","venue":"Bioethics","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; McGill University; Public Health Ontario; University of Toronto","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research","keywords":"Solidarity; Bioethics; Collective action; Public relations; Citizen journalism; Stakeholder; Biomedical technology; Political science; Sociology; Engineering ethics; Environmental ethics; Law; Politics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002106628,0.00008383256,0.0002512494,0.0001839261,0.00001786326,0.000005617334,0.0001024528,0.0004843067,0.00001611695],"category_scores_gemma":[0.0006233067,0.00005484014,0.00002356972,0.0001890506,0.0001735684,0.000028072,0.00008475923,0.001067225,0.00000739886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004453633,"about_ca_system_score_gemma":0.0002601419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00069499,"about_ca_topic_score_gemma":0.01775842,"domain_scores_codex":[0.9988634,0.0001811847,0.0002937916,0.0001944745,0.0002333286,0.0002338398],"domain_scores_gemma":[0.9992074,0.0004891105,0.00004081564,0.0001907799,0.00003829903,0.00003357312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001328918,0.0001208333,0.7321582,0.0007026316,0.00006838239,0.00001621361,0.02757458,0.000001385541,0.002335063,0.04288086,0.0009001338,0.1931088],"study_design_scores_gemma":[0.001870655,0.0004874758,0.8740604,0.00022807,0.00001547613,0.00003213967,0.09734479,0.00005239141,0.006326483,0.004694102,0.01474686,0.0001411473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7278534,0.001195737,0.0000050152,0.2704067,0.00001206077,0.0003166905,0.00000106295,0.00001488815,0.0001944708],"genre_scores_gemma":[0.9935433,0.003613098,0.002016048,0.0007728232,0.00001148156,0.00002374111,0.000006763838,0.000005096806,0.00000764901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2696339,"threshold_uncertainty_score":0.9909617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1402569012166137,"score_gpt":0.4204486123457492,"score_spread":0.2801917111291354,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}